{"id":"W4313461596","doi":"10.1177/14680173221142767","title":"Examining the COVID-19 pandemic and its impact on social work in health care","year":2023,"lang":"en","type":"article","venue":"Journal of Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Calgary","funders":"","keywords":"Pandemic; Preparedness; Workforce; Health care; Context (archaeology); Social work; Nursing; Public relations; Psychology; Coronavirus disease 2019 (COVID-19); Work (physics); Qualitative research; Medicine; Sociology; Political science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004866033,0.000121945,0.0002980642,0.0001616371,0.004696919,0.0001596044,0.0002619149,0.0001749284,0.0004071765],"category_scores_gemma":[0.001801529,0.00009438617,0.0001308921,0.004382275,0.0001712872,0.0001803462,0.00003215647,0.0007364823,0.00005827616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097983,"about_ca_system_score_gemma":0.001624331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000158183,"about_ca_topic_score_gemma":0.0001857711,"domain_scores_codex":[0.9969081,0.00150849,0.0004312764,0.0001314793,0.0005963432,0.0004243519],"domain_scores_gemma":[0.9968013,0.002121188,0.0006516111,0.00004710203,0.0001228276,0.0002560022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004165921,0.00005053485,0.1098048,0.00002045476,0.0000610244,0.0000152544,0.6974974,0.00004846926,0.000001546636,0.00649603,0.1578624,0.0277255],"study_design_scores_gemma":[0.0004603741,0.00005890305,0.4058771,0.0000288142,0.00001573646,0.000002256782,0.2308255,2.248792e-7,1.385153e-7,0.0008309375,0.3617801,0.0001198503],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7473754,0.001259697,0.000002731224,0.2465701,0.001160603,0.0002376998,0.000004206179,0.00004774917,0.003341747],"genre_scores_gemma":[0.9925427,0.0003772502,0.00001216557,0.003486913,0.002256822,0.000005822074,0.000001888823,0.00001509626,0.001301359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4666719,"threshold_uncertainty_score":0.9965988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1762818183729467,"score_gpt":0.4842543416123549,"score_spread":0.3079725232394082,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}